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Shujaat Khan


Iqra University Karachi

51 total contributions since 2013

for recent publications visit : https://www.researchgate.net/profile/Shujaat_Khan4
Professional Interests: Bioinformatics, Image Processing

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Shujaat Khan's Badges

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Contributions in
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Submitted


Constrain Least Mean Square Algorithm
constrain least mean square with L1 and L2 constrains for regression problem

ungefär 2 månader ago | 3 downloads |

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Radial Basis Function with K Mean Clustering
In this submission, I implemented radial basis functions (RBF) neural network with K-means clustering and Pseudo inverse method....

ungefär 2 månader ago | 25 downloads |

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System Identification using RNN-Backpropagation Through Time
Non-Linear System Identification using recurrent neural network trained with Backpropagation Through Time (BPTT)

3 månader ago | 19 downloads |

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Principal Component Analysis / Hebbian-based Max Eigenfilter
Principal Component Analysis and Hebbian-based Maximum Eigenfilter

5 månader ago | 2 downloads |

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Chaotic Time Series Prediction using Spatio-Temporal RBF-NN
Chaotic Time Series Prediction using Spatio-Temporal RBF Neural Networks

12 månader ago | 29 downloads |

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Nonlinear System Identification using Spatio-Temporal RBF-NN
In this submission, I implemented RBF, Fractional RBF, and Spatio-Temporal RBF Neural Network for nonlinear system identificatio...

12 månader ago | 15 downloads |

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Efficient B-mode Ultrasound Image Reconstruction Using CNN
Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep Learning

12 månader ago | 21 downloads |

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Regression with Gradient Descent
Regression with Gradient Descent; A coefficient finding technique for the desired system model.

ungefär ett år ago | 23 downloads |

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Variable Step-Size Least Mean Square (VSS-LMS) Algorithm
This document contain a MATLAB code of VSS-LMS for linear channel estimation.

mer än ett år ago | 6 downloads |

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OFDM Channel Estimation in MATLAB
This simulation code is based on "Jordan Street's" video https://www.youtube.com/watch?v=SyKJrrNhPO8

mer än ett år ago | 62 downloads |

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Backpropagation-based Multi Layer Perceptron Neural Networks (MLP-NN) for classification
Backpropagation-based Multi Layer Perceptron Neural Networks (MLP-NN) for the classification

mer än ett år ago | 36 downloads |

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Nonlinear System Identification using RBF Neural Network
Nonlinear System Identification using RBF Neural Network

mer än ett år ago | 22 downloads |

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Mackey Glass Time Series Prediction using Radial Basis Function (RBF) Neural Network
Mackey Glass Time Series Prediction using Radial Basis Function (RBF) Neural Network

mer än ett år ago | 25 downloads |

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System Identification Using Least Mean Forth (LMF) and Least Mean Square (LMS) algorithm
System Identification Using Least Mean Forth (LMF) and Least Mean Square (LMS) algorithm

mer än ett år ago | 7 downloads |

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Mackey Glass Time Series Prediction Using Least Mean Square (LMS)
Mackey Glass Time Series Prediction Using Least Mean Square (LMS)

nästan 2 år ago | 10 downloads |

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Function approximation using "A Novel Adaptive Kernel for the RBF Neural Networks"
Function approximation using "A Novel Adaptive Kernel for the RBF Neural Networks"

nästan 2 år ago | 3 downloads |

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System Identification using least mean square (LMS) algorithm
This is the simplest example of system identification using LMS algorithm.

nästan 2 år ago | 15 downloads |

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Channel Estimation in Frequency Domain Using Least Mean Square (LMS) Algorithm
Linear Channel Estimation in Frequency Domain Using Least Mean Square (LMS) Algorithm

nästan 2 år ago | 8 downloads |

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Nonlinear System Identification Using Voltera-LMS
Nonlinear system identification using Voltera-least mean square algorithm

nästan 2 år ago | 6 downloads |

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Channel Equalization Using LMS algorithm
Channel equalization using LMS algorithm

ungefär 2 år ago | 8 downloads |

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Plant Identification using LMS and CLMS
This simulation shows the difference between least mean square (LMS) and complex LMS (CLMS)

mer än 2 år ago | 4 downloads |

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System Identification Using Recursive Least Square (RLS) and Least Mean Square (LMS) algorithm
System Identification Using Recursive Least Square (RLS) and Least Mean Square (LMS) algorithm

mer än 2 år ago | 16 downloads |

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Adaptive Novel Kernel for RBF Neural Networks (Pattern Classification Problem)
In this simulation I implemented four different kernels of RBF for a pattern classification problem.

mer än 2 år ago | 5 downloads |

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Pulse Code Modulation
This code is the implementation of pulse code modulation (PCM) and its variant Delta Modulation

mer än 2 år ago | 11 downloads |

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Channel Equalization using Least Mean Square (LMS) algorithm
Channel Equalization using Least Mean Square (LMS) algorithm

mer än 2 år ago | 9 downloads |

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Plant Identification using Variable Power Fractional LMS (VP-FLMS)
Plant Identification using fractional LMS (FLMS) and variable power fractional LMS (VP-FLMS)

mer än 2 år ago | 4 downloads |

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Auto/Adaptive Line Enchancement (ALE) using least mean square (LMS) algorithm
Auto/Adaptive Line Enchancement (ALE) using least mean square (LMS) algorithm

mer än 2 år ago | 4 downloads |

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Add white Uniform noise to a signal
Add white Uniform noise to a signal

nästan 3 år ago | 1 download |

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Plant Identification using LMS (Simulink Model)
Least Mean Square (LMS) Simulink Model for Plant Identification problem.

nästan 3 år ago | 1 download |

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Image encryption using SIT: A Lightweight Encryption Algorithm for Secure Internet of Things
Image encryption using SIT: A Lightweight Encryption Algorithm for Secure Internet of Things

nästan 3 år ago | 30 downloads |

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